paramrathour / Nonlinear-Dynamics
Files related to my Summer of Science Report on Nonlinear Dynamics
☆10Updated last year
Alternatives and similar repositories for Nonlinear-Dynamics:
Users that are interested in Nonlinear-Dynamics are comparing it to the libraries listed below
- Code for "Nonlinear stochastic modeling with Langevin regression" J. L. Callaham, J.-C. Loiseau, G. Rigas, and S. L. Brunton☆25Updated 3 years ago
- This repository contains lecture notes and codes for the course "Computational Methods for Data Science"☆51Updated 4 years ago
- Matlab codes accompanying Numerical Methods for Stochastic Partial Differential Equations with White Noise☆26Updated 7 years ago
- ME 697 - Advanced Scientific Machine Learning☆21Updated last week
- kramersmoyal: Kramers-Moyal coefficients for stochastic data of any dimension, to any desired order☆72Updated 3 months ago
- Solving stochastic differential equations and Kolmogorov equations by means of deep learning and Multilevel Monte Carlo simulation☆12Updated 3 years ago
- Slides + Source Code + Data for an introductory course to NumPy, Matplotlib, SciPy, Scikit-Learn & TensorFlow Keras☆25Updated 2 years ago
- Notes and examples on how to solve partial differential equations with numerical methods, using Python.☆30Updated last year
- PySpectral is a Python package for solving the partial differential equation (PDE) of Burgers' equation in its deterministic and stochast…☆14Updated 2 years ago
- Python notebooks for Numerical Analysis☆140Updated last year
- ☆27Updated 6 years ago
- ☆37Updated 3 years ago
- Reduced-order modelling using an atlas of charts☆25Updated 2 years ago
- A collection of codes and references for deep learning in fluid dynamics☆17Updated 3 years ago
- A curated list of awesome Scientific Machine Learning (SciML) papers, resources and software☆51Updated last year
- Animation of the motion a double-pendulum. Both Julia and Python versions of the code are given.☆39Updated 4 years ago
- Multistep Neural Networks for Data-driven Discovery of Nonlinear Dynamical Systems☆63Updated 5 years ago
- Two Dimensional Fokker-Planck Solver using Matlab☆19Updated 5 years ago
- Notes on Diffy Qs, a textbook for differential equations☆63Updated last week
- ☆69Updated 7 months ago
- Awesome-spatial-temporal-scientific-machine-learning-data-mining-packages. Julia and Python resources on spatial and temporal data mining…☆12Updated 2 years ago
- Example code for paper: Automatic Differentiation to Simultaneously Identify Nonlinear Dynamics and Extract Noise Probability Distributio…☆54Updated 2 years ago
- A simulation of the Kuramoto-Sivashinsky Equation in Python and MATLAB☆25Updated 6 years ago
- Accompanying code for "Weak form generalized Hamiltonian learning"☆9Updated 4 years ago
- This repository contains all learning material for the Machine Learning course at FRIB@MSU☆14Updated 4 years ago
- The code enables to perform Bayesian inference in an efficient manner through the use of Hamiltonian Neural Networks (HNNs), Deep Neural …☆14Updated 2 years ago
- Tutorial for the course Nonlinear Dynamical Systems - Part 3☆11Updated 2 years ago
- From the paper "Dynamic mode decomposition for multiscale nonlinear physics" by Dylewsky, Tao, & Kutz☆10Updated 5 years ago
- Machine learning algorithms for discovering dimensionless groups from simulation and experimental data☆12Updated 2 years ago
- PyGL: statistical field theory in Python. github.com/rajeshrinet/pygl☆27Updated last year